Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 21712 |
| Missing cells | 106883 |
| Missing cells (%) | 14.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.6 MiB |
| Average record size in memory | 272.0 B |
Variable types
| NUM | 26 |
|---|---|
| CAT | 5 |
| BOOL | 3 |
target has constant value "21712" | Constant |
f12 has a high cardinality: 222 distinct values | High cardinality |
f28 has a high cardinality: 190 distinct values | High cardinality |
id is highly correlated with df_index | High correlation |
df_index is highly correlated with id | High correlation |
f14 is highly correlated with f10 | High correlation |
f10 is highly correlated with f14 | High correlation |
f0 has 13930 (64.2%) missing values | Missing |
f1 has 3078 (14.2%) missing values | Missing |
f2 has 3024 (13.9%) missing values | Missing |
f3 has 2897 (13.3%) missing values | Missing |
f4 has 3965 (18.3%) missing values | Missing |
f5 has 2691 (12.4%) missing values | Missing |
f6 has 2987 (13.8%) missing values | Missing |
f7 has 3850 (17.7%) missing values | Missing |
f9 has 2945 (13.6%) missing values | Missing |
f11 has 5103 (23.5%) missing values | Missing |
f12 has 648 (3.0%) missing values | Missing |
f13 has 4325 (19.9%) missing values | Missing |
f14 has 4279 (19.7%) missing values | Missing |
f15 has 4097 (18.9%) missing values | Missing |
f16 has 4238 (19.5%) missing values | Missing |
f17 has 4711 (21.7%) missing values | Missing |
f18 has 4112 (18.9%) missing values | Missing |
f19 has 2341 (10.8%) missing values | Missing |
f20 has 658 (3.0%) missing values | Missing |
f21 has 3222 (14.8%) missing values | Missing |
f22 has 5719 (26.3%) missing values | Missing |
f23 has 3448 (15.9%) missing values | Missing |
f24 has 4371 (20.1%) missing values | Missing |
f25 has 3572 (16.5%) missing values | Missing |
f26 has 4083 (18.8%) missing values | Missing |
f27 has 3469 (16.0%) missing values | Missing |
f28 has 628 (2.9%) missing values | Missing |
f29 has 3180 (14.6%) missing values | Missing |
f30 has 1189 (5.5%) missing values | Missing |
df_index has unique values | Unique |
id has unique values | Unique |
f2 has 9743 (44.9%) zeros | Zeros |
f6 has 1019 (4.7%) zeros | Zeros |
f9 has 14179 (65.3%) zeros | Zeros |
f10 has 13283 (61.2%) zeros | Zeros |
f14 has 10402 (47.9%) zeros | Zeros |
f17 has 1253 (5.8%) zeros | Zeros |
f19 has 3832 (17.6%) zeros | Zeros |
f23 has 1810 (8.3%) zeros | Zeros |
f25 has 1376 (6.3%) zeros | Zeros |
f27 has 1991 (9.2%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-17 06:56:48.637831 |
|---|---|
| Analysis finished | 2020-10-17 06:58:47.328468 |
| Duration | 1 minute and 58.69 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 21712 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25052.97518 |
|---|---|
| Minimum | 0 |
| Maximum | 49999 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2549.55 |
| Q1 | 12711.75 |
| median | 25103.5 |
| Q3 | 37527 |
| 95-th percentile | 47451.45 |
| Maximum | 49999 |
| Range | 49999 |
| Interquartile range (IQR) | 24815.25 |
Descriptive statistics
| Standard deviation | 14411.75368 |
|---|---|
| Coefficient of variation (CV) | 0.5752511861 |
| Kurtosis | -1.196726912 |
| Mean | 25052.97518 |
| Median Absolute Deviation (MAD) | 12408 |
| Skewness | -0.003651921545 |
| Sum | 543950197 |
| Variance | 207698644.2 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 6141 | 1 | < 0.1% | |
| 37623 | 1 | < 0.1% | |
| 23278 | 1 | < 0.1% | |
| 10992 | 1 | < 0.1% | |
| 41713 | 1 | < 0.1% | |
| 36359 | 1 | < 0.1% | |
| 13043 | 1 | < 0.1% | |
| 48111 | 1 | < 0.1% | |
| 33525 | 1 | < 0.1% | |
| 39670 | 1 | < 0.1% | |
| Other values (21702) | 21702 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 49999 | 1 | < 0.1% | |
| 49998 | 1 | < 0.1% | |
| 49997 | 1 | < 0.1% | |
| 49996 | 1 | < 0.1% | |
| 49989 | 1 | < 0.1% |
| Distinct | 21712 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25052.97518 |
|---|---|
| Minimum | 0 |
| Maximum | 49999 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2549.55 |
| Q1 | 12711.75 |
| median | 25103.5 |
| Q3 | 37527 |
| 95-th percentile | 47451.45 |
| Maximum | 49999 |
| Range | 49999 |
| Interquartile range (IQR) | 24815.25 |
Descriptive statistics
| Standard deviation | 14411.75368 |
|---|---|
| Coefficient of variation (CV) | 0.5752511861 |
| Kurtosis | -1.196726912 |
| Mean | 25052.97518 |
| Median Absolute Deviation (MAD) | 12408 |
| Skewness | -0.003651921545 |
| Sum | 543950197 |
| Variance | 207698644.2 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 6141 | 1 | < 0.1% | |
| 37623 | 1 | < 0.1% | |
| 23278 | 1 | < 0.1% | |
| 10992 | 1 | < 0.1% | |
| 41713 | 1 | < 0.1% | |
| 36359 | 1 | < 0.1% | |
| 13043 | 1 | < 0.1% | |
| 48111 | 1 | < 0.1% | |
| 33525 | 1 | < 0.1% | |
| 39670 | 1 | < 0.1% | |
| Other values (21702) | 21702 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 49999 | 1 | < 0.1% | |
| 49998 | 1 | < 0.1% | |
| 49997 | 1 | < 0.1% | |
| 49996 | 1 | < 0.1% | |
| 49989 | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 169.6 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 21712 | 100.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 13930 |
| Missing (%) | 64.2% |
| Memory size | 169.6 KiB |
| 0 | |
|---|---|
| 1 | 296 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 7486 | 34.5% | |
| 1 | 296 | 1.4% | |
| (Missing) | 13930 | 64.2% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3078 |
| Missing (%) | 14.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.529086616 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 16 |
| Zeros (%) | 0.1% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.24014356 |
|---|---|
| Coefficient of variation (CV) | 0.3514063821 |
| Kurtosis | -0.938480024 |
| Mean | 3.529086616 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.4031710023 |
| Sum | 65761 |
| Variance | 1.537956049 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 4 | 5228 | 24.1% | |
| 5 | 5166 | 23.8% | |
| 3 | 3663 | 16.9% | |
| 2 | 3469 | 16.0% | |
| 1 | 1092 | 5.0% | |
| 0 | 16 | 0.1% | |
| (Missing) | 3078 | 14.2% |
| Value | Count | Frequency (%) | |
| 0 | 16 | 0.1% | |
| 1 | 1092 | 5.0% | |
| 2 | 3469 | 16.0% | |
| 3 | 3663 | 16.9% | |
| 4 | 5228 | 24.1% |
| Value | Count | Frequency (%) | |
| 5 | 5166 | 23.8% | |
| 4 | 5228 | 24.1% | |
| 3 | 3663 | 16.9% | |
| 2 | 3469 | 16.0% | |
| 1 | 1092 | 5.0% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3024 |
| Missing (%) | 13.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.551851455 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 9743 |
| Zeros (%) | 44.9% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.800592649 |
|---|---|
| Coefficient of variation (CV) | 1.160286729 |
| Kurtosis | -1.118015944 |
| Mean | 1.551851455 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6189964936 |
| Sum | 29001 |
| Variance | 3.242133887 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 0 | 9743 | 44.9% | |
| 2 | 2738 | 12.6% | |
| 3 | 2303 | 10.6% | |
| 4 | 2088 | 9.6% | |
| 5 | 1612 | 7.4% | |
| 1 | 204 | 0.9% | |
| (Missing) | 3024 | 13.9% |
| Value | Count | Frequency (%) | |
| 0 | 9743 | 44.9% | |
| 1 | 204 | 0.9% | |
| 2 | 2738 | 12.6% | |
| 3 | 2303 | 10.6% | |
| 4 | 2088 | 9.6% |
| Value | Count | Frequency (%) | |
| 5 | 1612 | 7.4% | |
| 4 | 2088 | 9.6% | |
| 3 | 2303 | 10.6% | |
| 2 | 2738 | 12.6% | |
| 1 | 204 | 0.9% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2897 |
| Missing (%) | 13.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.647355833 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.153822686 |
|---|---|
| Coefficient of variation (CV) | 0.3163449739 |
| Kurtosis | -0.2757031647 |
| Mean | 3.647355833 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.6189450568 |
| Sum | 68625 |
| Variance | 1.33130679 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 4 | 5631 | 25.9% | |
| 3 | 5350 | 24.6% | |
| 5 | 5218 | 24.0% | |
| 2 | 1345 | 6.2% | |
| 1 | 1271 | 5.9% | |
| (Missing) | 2897 | 13.3% |
| Value | Count | Frequency (%) | |
| 1 | 1271 | 5.9% | |
| 2 | 1345 | 6.2% | |
| 3 | 5350 | 24.6% | |
| 4 | 5631 | 25.9% | |
| 5 | 5218 | 24.0% |
| Value | Count | Frequency (%) | |
| 5 | 5218 | 24.0% | |
| 4 | 5631 | 25.9% | |
| 3 | 5350 | 24.6% | |
| 2 | 1345 | 6.2% | |
| 1 | 1271 | 5.9% |
| Distinct | 3331 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 3965 |
| Missing (%) | 18.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1536.165436 |
|---|---|
| Minimum | 31 |
| Maximum | 4983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 191 |
| Q1 | 528 |
| median | 1276 |
| Q3 | 2418.5 |
| 95-th percentile | 3652.7 |
| Maximum | 4983 |
| Range | 4952 |
| Interquartile range (IQR) | 1890.5 |
Descriptive statistics
| Standard deviation | 1127.226515 |
|---|---|
| Coefficient of variation (CV) | 0.7337923951 |
| Kurtosis | -0.9055502532 |
| Mean | 1536.165436 |
| Median Absolute Deviation (MAD) | 867 |
| Skewness | 0.5461556561 |
| Sum | 27262328 |
| Variance | 1270639.616 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 337 | 78 | 0.4% | |
| 2475 | 65 | 0.3% | |
| 2586 | 55 | 0.3% | |
| 594 | 53 | 0.2% | |
| 373 | 51 | 0.2% | |
| 192 | 50 | 0.2% | |
| 404 | 50 | 0.2% | |
| 370 | 50 | 0.2% | |
| 1744 | 48 | 0.2% | |
| 308 | 47 | 0.2% | |
| Other values (3321) | 17200 | 79.2% | |
| (Missing) | 3965 | 18.3% |
| Value | Count | Frequency (%) | |
| 31 | 3 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| 67 | 19 | 0.1% | |
| 73 | 7 | < 0.1% | |
| 74 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4983 | 4 | < 0.1% | |
| 4963 | 2 | < 0.1% | |
| 4502 | 2 | < 0.1% | |
| 4243 | 1 | < 0.1% | |
| 4000 | 3 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2691 |
| Missing (%) | 12.4% |
| Memory size | 169.6 KiB |
| F | |
|---|---|
| M |
| Value | Count | Frequency (%) | |
| F | 9573 | 44.1% | |
| M | 9448 | 43.5% | |
| (Missing) | 2691 | 12.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.247881356 |
| Min length | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2987 |
| Missing (%) | 13.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.974312417 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1019 |
| Zeros (%) | 4.7% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.553480224 |
|---|---|
| Coefficient of variation (CV) | 0.5222989404 |
| Kurtosis | -1.137028884 |
| Mean | 2.974312417 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.2365108662 |
| Sum | 55694 |
| Variance | 2.413300805 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 4 | 4083 | 18.8% | |
| 5 | 4007 | 18.5% | |
| 3 | 3293 | 15.2% | |
| 1 | 3198 | 14.7% | |
| 2 | 3125 | 14.4% | |
| 0 | 1019 | 4.7% | |
| (Missing) | 2987 | 13.8% |
| Value | Count | Frequency (%) | |
| 0 | 1019 | 4.7% | |
| 1 | 3198 | 14.7% | |
| 2 | 3125 | 14.4% | |
| 3 | 3293 | 15.2% | |
| 4 | 4083 | 18.8% |
| Value | Count | Frequency (%) | |
| 5 | 4007 | 18.5% | |
| 4 | 4083 | 18.8% | |
| 3 | 3293 | 15.2% | |
| 2 | 3125 | 14.4% | |
| 1 | 3198 | 14.7% |
| Distinct | 17052 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 3850 |
| Missing (%) | 17.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.794465239 |
|---|---|
| Minimum | -22.3956 |
| Maximum | 11.9721 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | -22.3956 |
|---|---|
| 5-th percentile | -13.47949 |
| Q1 | -8.88725 |
| median | -4.8351 |
| Q3 | -1.06945 |
| 95-th percentile | 4.74278 |
| Maximum | 11.9721 |
| Range | 34.3677 |
| Interquartile range (IQR) | 7.8178 |
Descriptive statistics
| Standard deviation | 5.524363736 |
|---|---|
| Coefficient of variation (CV) | -1.152237728 |
| Kurtosis | -0.3371833552 |
| Mean | -4.794465239 |
| Median Absolute Deviation (MAD) | 3.9013 |
| Skewness | 0.1558189375 |
| Sum | -85638.7381 |
| Variance | 30.51859469 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1.4688 | 3 | < 0.1% | |
| -7.1123 | 3 | < 0.1% | |
| -9.1237 | 3 | < 0.1% | |
| -5.7821 | 3 | < 0.1% | |
| -0.2725 | 3 | < 0.1% | |
| -8.6857 | 3 | < 0.1% | |
| -7.2448 | 3 | < 0.1% | |
| -3.2582 | 3 | < 0.1% | |
| 1.8599 | 3 | < 0.1% | |
| -6.6918 | 3 | < 0.1% | |
| Other values (17042) | 17832 | 82.1% | |
| (Missing) | 3850 | 17.7% |
| Value | Count | Frequency (%) | |
| -22.3956 | 1 | < 0.1% | |
| -20.9699 | 1 | < 0.1% | |
| -20.9363 | 1 | < 0.1% | |
| -20.877 | 1 | < 0.1% | |
| -20.6326 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.9721 | 1 | < 0.1% | |
| 10.2674 | 1 | < 0.1% | |
| 10.2035 | 1 | < 0.1% | |
| 10.1813 | 1 | < 0.1% | |
| 10.1461 | 1 | < 0.1% |
f8
Real number (ℝ≥0)
| Distinct | 6616 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 65 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.22418651 |
|---|---|
| Minimum | 13.7422 |
| Maximum | 14.6636 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 13.7422 |
|---|---|
| 5-th percentile | 13.93983 |
| Q1 | 14.0984 |
| median | 14.2251 |
| Q3 | 14.3622 |
| 95-th percentile | 14.4833 |
| Maximum | 14.6636 |
| Range | 0.9214 |
| Interquartile range (IQR) | 0.2638 |
Descriptive statistics
| Standard deviation | 0.1706657512 |
|---|---|
| Coefficient of variation (CV) | 0.0119982785 |
| Kurtosis | -0.6396989432 |
| Mean | 14.22418651 |
| Median Absolute Deviation (MAD) | 0.1321 |
| Skewness | -0.1947027409 |
| Sum | 307910.9654 |
| Variance | 0.02912679863 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 14.2 | 35 | 0.2% | |
| 14.1999 | 33 | 0.2% | |
| 14.1998 | 31 | 0.1% | |
| 14.1996 | 31 | 0.1% | |
| 14.1997 | 31 | 0.1% | |
| 14.1995 | 29 | 0.1% | |
| 14.2002 | 27 | 0.1% | |
| 14.2008 | 25 | 0.1% | |
| 14.2003 | 24 | 0.1% | |
| 14.2004 | 24 | 0.1% | |
| Other values (6606) | 21357 | 98.4% | |
| (Missing) | 65 | 0.3% |
| Value | Count | Frequency (%) | |
| 13.7422 | 1 | < 0.1% | |
| 13.7533 | 1 | < 0.1% | |
| 13.7674 | 1 | < 0.1% | |
| 13.7678 | 1 | < 0.1% | |
| 13.7686 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14.6636 | 1 | < 0.1% | |
| 14.6607 | 1 | < 0.1% | |
| 14.6579 | 1 | < 0.1% | |
| 14.6504 | 1 | < 0.1% | |
| 14.6489 | 1 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2945 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9540150264 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 14179 |
| Zeros (%) | 65.3% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.782021404 |
|---|---|
| Coefficient of variation (CV) | 1.867917543 |
| Kurtosis | 0.4463565638 |
| Mean | 0.9540150264 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.48566795 |
| Sum | 17904 |
| Variance | 3.175600286 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 0 | 14179 | 65.3% | |
| 5 | 1978 | 9.1% | |
| 4 | 1085 | 5.0% | |
| 3 | 946 | 4.4% | |
| 1 | 322 | 1.5% | |
| 2 | 257 | 1.2% | |
| (Missing) | 2945 | 13.6% |
| Value | Count | Frequency (%) | |
| 0 | 14179 | 65.3% | |
| 1 | 322 | 1.5% | |
| 2 | 257 | 1.2% | |
| 3 | 946 | 4.4% | |
| 4 | 1085 | 5.0% |
| Value | Count | Frequency (%) | |
| 5 | 1978 | 9.1% | |
| 4 | 1085 | 5.0% | |
| 3 | 946 | 4.4% | |
| 2 | 257 | 1.2% | |
| 1 | 322 | 1.5% |
| Distinct | 300 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 58 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.71261661 |
|---|---|
| Minimum | 0 |
| Maximum | 1280 |
| Zeros | 13283 |
| Zeros (%) | 61.2% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 8 |
| 95-th percentile | 68 |
| Maximum | 1280 |
| Range | 1280 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 36.9298162 |
|---|---|
| Coefficient of variation (CV) | 2.904973645 |
| Kurtosis | 151.63483 |
| Mean | 12.71261661 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.433981897 |
| Sum | 275279 |
| Variance | 1363.811325 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 13283 | 61.2% | |
| 1 | 497 | 2.3% | |
| 3 | 458 | 2.1% | |
| 2 | 449 | 2.1% | |
| 4 | 431 | 2.0% | |
| 5 | 372 | 1.7% | |
| 6 | 276 | 1.3% | |
| 7 | 256 | 1.2% | |
| 8 | 236 | 1.1% | |
| 9 | 216 | 1.0% | |
| Other values (290) | 5180 | 23.9% |
| Value | Count | Frequency (%) | |
| 0 | 13283 | 61.2% | |
| 1 | 497 | 2.3% | |
| 2 | 449 | 2.1% | |
| 3 | 458 | 2.1% | |
| 4 | 431 | 2.0% |
| Value | Count | Frequency (%) | |
| 1280 | 1 | < 0.1% | |
| 1011 | 1 | < 0.1% | |
| 920 | 1 | < 0.1% | |
| 860 | 1 | < 0.1% | |
| 729 | 1 | < 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5103 |
| Missing (%) | 23.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.261484737 |
|---|---|
| Minimum | -1 |
| Maximum | 11 |
| Zeros | 154 |
| Zeros (%) | 0.7% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 7 |
| Q3 | 11 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.487945066 |
|---|---|
| Coefficient of variation (CV) | 0.3011498714 |
| Kurtosis | -0.2524070639 |
| Mean | 8.261484737 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.4881526401 |
| Sum | 137215 |
| Variance | 6.189870652 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 11 | 5644 | 26.0% | |
| 7 | 5097 | 23.5% | |
| 6 | 1802 | 8.3% | |
| 10 | 1380 | 6.4% | |
| 4 | 727 | 3.3% | |
| 9 | 582 | 2.7% | |
| 5 | 517 | 2.4% | |
| 8 | 425 | 2.0% | |
| 3 | 188 | 0.9% | |
| 0 | 154 | 0.7% | |
| Other values (3) | 93 | 0.4% | |
| (Missing) | 5103 | 23.5% |
| Value | Count | Frequency (%) | |
| -1 | 2 | < 0.1% | |
| 0 | 154 | 0.7% | |
| 1 | 35 | 0.2% | |
| 2 | 56 | 0.3% | |
| 3 | 188 | 0.9% |
| Value | Count | Frequency (%) | |
| 11 | 5644 | 26.0% | |
| 10 | 1380 | 6.4% | |
| 9 | 582 | 2.7% | |
| 8 | 425 | 2.0% | |
| 7 | 5097 | 23.5% |
| Distinct | 222 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 648 |
| Missing (%) | 3.0% |
| Memory size | 169.6 KiB |
| c79d2197d | 195 |
|---|---|
| 3d9d8f526 | 186 |
| ba9faf5b1 | 184 |
| 8d857a0a1 | 181 |
| d40ca0718 | 181 |
| Other values (217) |
| Value | Count | Frequency (%) | |
| c79d2197d | 195 | 0.9% | |
| 3d9d8f526 | 186 | 0.9% | |
| ba9faf5b1 | 184 | 0.8% | |
| 8d857a0a1 | 181 | 0.8% | |
| d40ca0718 | 181 | 0.8% | |
| 67a8d4ebb | 179 | 0.8% | |
| 4ae48e857 | 178 | 0.8% | |
| 41901460a | 175 | 0.8% | |
| 1dddb8473 | 175 | 0.8% | |
| 83bdea3a5 | 174 | 0.8% | |
| Other values (212) | 19256 | 88.7% | |
| (Missing) | 648 | 3.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.820928519 |
| Min length | 3 |
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4325 |
| Missing (%) | 19.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.74003566 |
|---|---|
| Minimum | -6 |
| Maximum | 93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | -6 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 37 |
| median | 48 |
| Q3 | 57 |
| 95-th percentile | 68 |
| Maximum | 93 |
| Range | 99 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.71948044 |
|---|---|
| Coefficient of variation (CV) | 0.293527385 |
| Kurtosis | -0.3346466166 |
| Mean | 46.74003566 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.2170117167 |
| Sum | 812669 |
| Variance | 188.2241436 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 50 | 534 | 2.5% | |
| 49 | 510 | 2.3% | |
| 47 | 508 | 2.3% | |
| 51 | 506 | 2.3% | |
| 52 | 493 | 2.3% | |
| 55 | 488 | 2.2% | |
| 45 | 484 | 2.2% | |
| 48 | 477 | 2.2% | |
| 54 | 477 | 2.2% | |
| 46 | 461 | 2.1% | |
| Other values (82) | 12449 | 57.3% | |
| (Missing) | 4325 | 19.9% |
| Value | Count | Frequency (%) | |
| -6 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 3 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 5 | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 93 | 2 | < 0.1% | |
| 92 | 1 | < 0.1% | |
| 91 | 2 | < 0.1% | |
| 90 | 3 | < 0.1% | |
| 88 | 1 | < 0.1% |
| Distinct | 278 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 4279 |
| Missing (%) | 19.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.69282395 |
|---|---|
| Minimum | 0 |
| Maximum | 933 |
| Zeros | 10402 |
| Zeros (%) | 47.9% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 9 |
| 95-th percentile | 69 |
| Maximum | 933 |
| Range | 933 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 35.40532696 |
|---|---|
| Coefficient of variation (CV) | 2.78939715 |
| Kurtosis | 86.58494025 |
| Mean | 12.69282395 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.812817183 |
| Sum | 221274 |
| Variance | 1253.537177 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 10402 | 47.9% | |
| 1 | 535 | 2.5% | |
| 2 | 407 | 1.9% | |
| 3 | 331 | 1.5% | |
| 4 | 304 | 1.4% | |
| 6 | 285 | 1.3% | |
| 5 | 268 | 1.2% | |
| 9 | 236 | 1.1% | |
| 7 | 232 | 1.1% | |
| 8 | 192 | 0.9% | |
| Other values (268) | 4241 | 19.5% | |
| (Missing) | 4279 | 19.7% |
| Value | Count | Frequency (%) | |
| 0 | 10402 | 47.9% | |
| 1 | 535 | 2.5% | |
| 2 | 407 | 1.9% | |
| 3 | 331 | 1.5% | |
| 4 | 304 | 1.4% |
| Value | Count | Frequency (%) | |
| 933 | 1 | < 0.1% | |
| 859 | 1 | < 0.1% | |
| 750 | 1 | < 0.1% | |
| 505 | 1 | < 0.1% | |
| 454 | 2 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4097 |
| Missing (%) | 18.9% |
| Memory size | 169.6 KiB |
| A | |
|---|---|
| C | |
| B |
| Value | Count | Frequency (%) | |
| A | 9431 | 43.4% | |
| C | 4901 | 22.6% | |
| B | 3283 | 15.1% | |
| (Missing) | 4097 | 18.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.377394989 |
| Min length | 1 |
| Distinct | 11262 |
|---|---|
| Distinct (%) | 64.5% |
| Missing | 4238 |
| Missing (%) | 19.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8118934326 |
|---|---|
| Minimum | 0.3320111519 |
| Maximum | 3.336372925 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0.3320111519 |
|---|---|
| 5-th percentile | 0.5415427866 |
| Q1 | 0.6695764666 |
| median | 0.7658112967 |
| Q3 | 0.9066330408 |
| 95-th percentile | 1.234221071 |
| Maximum | 3.336372925 |
| Range | 3.004361773 |
| Interquartile range (IQR) | 0.2370565742 |
Descriptive statistics
| Standard deviation | 0.2234959061 |
|---|---|
| Coefficient of variation (CV) | 0.2752773912 |
| Kurtosis | 5.457499296 |
| Mean | 0.8118934326 |
| Median Absolute Deviation (MAD) | 0.1128834431 |
| Skewness | 1.688415895 |
| Sum | 14187.02584 |
| Variance | 0.04995042003 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.7511011201 | 14 | 0.1% | |
| 0.8417808749 | 14 | 0.1% | |
| 0.6796936597 | 13 | 0.1% | |
| 0.6909240429 | 13 | 0.1% | |
| 0.7416894942 | 13 | 0.1% | |
| 0.7381012047 | 12 | 0.1% | |
| 0.68203027 | 12 | 0.1% | |
| 0.7477652657 | 11 | 0.1% | |
| 0.6745828218 | 11 | 0.1% | |
| 0.7099499459 | 11 | 0.1% | |
| Other values (11252) | 17350 | 79.9% | |
| (Missing) | 4238 | 19.5% |
| Value | Count | Frequency (%) | |
| 0.3320111519 | 1 | < 0.1% | |
| 0.3361793107 | 1 | < 0.1% | |
| 0.339146961 | 1 | < 0.1% | |
| 0.3444962786 | 1 | < 0.1% | |
| 0.3477495537 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3.336372925 | 1 | < 0.1% | |
| 2.615039149 | 1 | < 0.1% | |
| 2.393948984 | 1 | < 0.1% | |
| 2.387337464 | 1 | < 0.1% | |
| 2.358902602 | 1 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4711 |
| Missing (%) | 21.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.300276454 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1253 |
| Zeros (%) | 5.8% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.461306601 |
|---|---|
| Coefficient of variation (CV) | 0.6352743377 |
| Kurtosis | -0.9436936998 |
| Mean | 2.300276454 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2524538007 |
| Sum | 39107 |
| Variance | 2.135416982 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 3 | 6846 | 31.5% | |
| 1 | 6297 | 29.0% | |
| 5 | 1852 | 8.5% | |
| 0 | 1253 | 5.8% | |
| 4 | 753 | 3.5% | |
| (Missing) | 4711 | 21.7% |
| Value | Count | Frequency (%) | |
| 0 | 1253 | 5.8% | |
| 1 | 6297 | 29.0% | |
| 3 | 6846 | 31.5% | |
| 4 | 753 | 3.5% | |
| 5 | 1852 | 8.5% |
| Value | Count | Frequency (%) | |
| 5 | 1852 | 8.5% | |
| 4 | 753 | 3.5% | |
| 3 | 6846 | 31.5% | |
| 1 | 6297 | 29.0% | |
| 0 | 1253 | 5.8% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4112 |
| Missing (%) | 18.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.982556818 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.080057118 |
|---|---|
| Coefficient of variation (CV) | 0.2711969138 |
| Kurtosis | 0.7353554018 |
| Mean | 3.982556818 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.148300895 |
| Sum | 70093 |
| Variance | 1.166523379 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 4 | 7134 | 32.9% | |
| 5 | 6504 | 30.0% | |
| 3 | 1874 | 8.6% | |
| 2 | 1327 | 6.1% | |
| 1 | 761 | 3.5% | |
| (Missing) | 4112 | 18.9% |
| Value | Count | Frequency (%) | |
| 1 | 761 | 3.5% | |
| 2 | 1327 | 6.1% | |
| 3 | 1874 | 8.6% | |
| 4 | 7134 | 32.9% | |
| 5 | 6504 | 30.0% |
| Value | Count | Frequency (%) | |
| 5 | 6504 | 30.0% | |
| 4 | 7134 | 32.9% | |
| 3 | 1874 | 8.6% | |
| 2 | 1327 | 6.1% | |
| 1 | 761 | 3.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2341 |
| Missing (%) | 10.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.687780703 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 3832 |
| Zeros (%) | 17.6% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.862929365 |
|---|---|
| Coefficient of variation (CV) | 0.6931106256 |
| Kurtosis | -1.450013339 |
| Mean | 2.687780703 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.233994667 |
| Sum | 52065 |
| Variance | 3.470505818 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 5 | 4292 | 19.8% | |
| 3 | 4087 | 18.8% | |
| 0 | 3832 | 17.6% | |
| 4 | 3728 | 17.2% | |
| 1 | 3432 | 15.8% | |
| (Missing) | 2341 | 10.8% |
| Value | Count | Frequency (%) | |
| 0 | 3832 | 17.6% | |
| 1 | 3432 | 15.8% | |
| 3 | 4087 | 18.8% | |
| 4 | 3728 | 17.2% | |
| 5 | 4292 | 19.8% |
| Value | Count | Frequency (%) | |
| 5 | 4292 | 19.8% | |
| 4 | 3728 | 17.2% | |
| 3 | 4087 | 18.8% | |
| 1 | 3432 | 15.8% | |
| 0 | 3832 | 17.6% |
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 658 |
| Missing (%) | 3.0% |
| Memory size | 169.6 KiB |
| N | |
|---|---|
| A | 1343 |
| Y | 1332 |
| P | 1324 |
| R | 1245 |
| Other values (21) |
| Value | Count | Frequency (%) | |
| N | 1482 | 6.8% | |
| A | 1343 | 6.2% | |
| Y | 1332 | 6.1% | |
| P | 1324 | 6.1% | |
| R | 1245 | 5.7% | |
| X | 1186 | 5.5% | |
| U | 1164 | 5.4% | |
| Q | 1150 | 5.3% | |
| M | 1149 | 5.3% | |
| C | 1131 | 5.2% | |
| Other values (16) | 8548 | 39.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.060611643 |
| Min length | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3222 |
| Missing (%) | 14.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.986911844 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.37336793 |
|---|---|
| Coefficient of variation (CV) | 0.4597952673 |
| Kurtosis | -1.223493634 |
| Mean | 2.986911844 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.01129082001 |
| Sum | 55228 |
| Variance | 1.88613947 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 3 | 4122 | 19.0% | |
| 4 | 3923 | 18.1% | |
| 2 | 3609 | 16.6% | |
| 1 | 3557 | 16.4% | |
| 5 | 3279 | 15.1% | |
| (Missing) | 3222 | 14.8% |
| Value | Count | Frequency (%) | |
| 1 | 3557 | 16.4% | |
| 2 | 3609 | 16.6% | |
| 3 | 4122 | 19.0% | |
| 4 | 3923 | 18.1% | |
| 5 | 3279 | 15.1% |
| Value | Count | Frequency (%) | |
| 5 | 3279 | 15.1% | |
| 4 | 3923 | 18.1% | |
| 3 | 4122 | 19.0% | |
| 2 | 3609 | 16.6% | |
| 1 | 3557 | 16.4% |
| Distinct | 6546 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 5719 |
| Missing (%) | 26.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.02429836 |
|---|---|
| Minimum | 13.5241 |
| Maximum | 14.5888 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 13.5241 |
|---|---|
| 5-th percentile | 13.70156 |
| Q1 | 13.894 |
| median | 14.0265 |
| Q3 | 14.1626 |
| 95-th percentile | 14.3225 |
| Maximum | 14.5888 |
| Range | 1.0647 |
| Interquartile range (IQR) | 0.2686 |
Descriptive statistics
| Standard deviation | 0.1887939818 |
|---|---|
| Coefficient of variation (CV) | 0.01346191995 |
| Kurtosis | -0.3445236423 |
| Mean | 14.02429836 |
| Median Absolute Deviation (MAD) | 0.1339 |
| Skewness | -0.1587825642 |
| Sum | 224290.6036 |
| Variance | 0.03564316756 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 13.5545 | 15 | 0.1% | |
| 13.5543 | 13 | 0.1% | |
| 13.5549 | 13 | 0.1% | |
| 13.554 | 13 | 0.1% | |
| 13.5547 | 12 | 0.1% | |
| 13.5546 | 12 | 0.1% | |
| 13.5542 | 11 | 0.1% | |
| 13.9234 | 11 | 0.1% | |
| 13.5544 | 10 | < 0.1% | |
| 13.8529 | 10 | < 0.1% | |
| Other values (6536) | 15873 | 73.1% | |
| (Missing) | 5719 | 26.3% |
| Value | Count | Frequency (%) | |
| 13.5241 | 1 | < 0.1% | |
| 13.5265 | 1 | < 0.1% | |
| 13.5331 | 1 | < 0.1% | |
| 13.5411 | 1 | < 0.1% | |
| 13.5449 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14.5888 | 1 | < 0.1% | |
| 14.5775 | 1 | < 0.1% | |
| 14.5627 | 1 | < 0.1% | |
| 14.562 | 1 | < 0.1% | |
| 14.5505 | 1 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3448 |
| Missing (%) | 15.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.752080596 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1810 |
| Zeros (%) | 8.3% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.574265697 |
|---|---|
| Coefficient of variation (CV) | 0.5720274689 |
| Kurtosis | -1.043682444 |
| Mean | 2.752080596 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.1584676318 |
| Sum | 50264 |
| Variance | 2.478312486 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 3 | 4030 | 18.6% | |
| 2 | 3272 | 15.1% | |
| 4 | 3262 | 15.0% | |
| 5 | 3173 | 14.6% | |
| 1 | 2717 | 12.5% | |
| 0 | 1810 | 8.3% | |
| (Missing) | 3448 | 15.9% |
| Value | Count | Frequency (%) | |
| 0 | 1810 | 8.3% | |
| 1 | 2717 | 12.5% | |
| 2 | 3272 | 15.1% | |
| 3 | 4030 | 18.6% | |
| 4 | 3262 | 15.0% |
| Value | Count | Frequency (%) | |
| 5 | 3173 | 14.6% | |
| 4 | 3262 | 15.0% | |
| 3 | 4030 | 18.6% | |
| 2 | 3272 | 15.1% | |
| 1 | 2717 | 12.5% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4371 |
| Missing (%) | 20.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.162562713 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 78 |
| Zeros (%) | 0.4% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.398275749 |
|---|---|
| Coefficient of variation (CV) | 0.4421337617 |
| Kurtosis | -1.088440067 |
| Mean | 3.162562713 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.301297197 |
| Sum | 54842 |
| Variance | 1.95517507 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 4 | 4322 | 19.9% | |
| 3 | 4310 | 19.9% | |
| 5 | 3566 | 16.4% | |
| 1 | 3336 | 15.4% | |
| 2 | 1729 | 8.0% | |
| 0 | 78 | 0.4% | |
| (Missing) | 4371 | 20.1% |
| Value | Count | Frequency (%) | |
| 0 | 78 | 0.4% | |
| 1 | 3336 | 15.4% | |
| 2 | 1729 | 8.0% | |
| 3 | 4310 | 19.9% | |
| 4 | 4322 | 19.9% |
| Value | Count | Frequency (%) | |
| 5 | 3566 | 16.4% | |
| 4 | 4322 | 19.9% | |
| 3 | 4310 | 19.9% | |
| 2 | 1729 | 8.0% | |
| 1 | 3336 | 15.4% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3572 |
| Missing (%) | 16.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.642392503 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1376 |
| Zeros (%) | 6.3% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.570427972 |
|---|---|
| Coefficient of variation (CV) | 0.5943204766 |
| Kurtosis | -1.206233465 |
| Mean | 2.642392503 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.03509834748 |
| Sum | 47933 |
| Variance | 2.466244014 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 1 | 4023 | 18.5% | |
| 2 | 3564 | 16.4% | |
| 4 | 3487 | 16.1% | |
| 5 | 2882 | 13.3% | |
| 3 | 2808 | 12.9% | |
| 0 | 1376 | 6.3% | |
| (Missing) | 3572 | 16.5% |
| Value | Count | Frequency (%) | |
| 0 | 1376 | 6.3% | |
| 1 | 4023 | 18.5% | |
| 2 | 3564 | 16.4% | |
| 3 | 2808 | 12.9% | |
| 4 | 3487 | 16.1% |
| Value | Count | Frequency (%) | |
| 5 | 2882 | 13.3% | |
| 4 | 3487 | 16.1% | |
| 3 | 2808 | 12.9% | |
| 2 | 3564 | 16.4% | |
| 1 | 4023 | 18.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4083 |
| Missing (%) | 18.8% |
| Memory size | 169.6 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 15930 | 73.4% | |
| 0 | 1699 | 7.8% | |
| (Missing) | 4083 | 18.8% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3469 |
| Missing (%) | 16.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.747629228 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1991 |
| Zeros (%) | 9.2% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.810022242 |
|---|---|
| Coefficient of variation (CV) | 0.4829779393 |
| Kurtosis | -0.4607318229 |
| Mean | 3.747629228 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.068731589 |
| Sum | 68368 |
| Variance | 3.276180516 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 5 | 11028 | 50.8% | |
| 2 | 2211 | 10.2% | |
| 0 | 1991 | 9.2% | |
| 4 | 1751 | 8.1% | |
| 1 | 992 | 4.6% | |
| 3 | 270 | 1.2% | |
| (Missing) | 3469 | 16.0% |
| Value | Count | Frequency (%) | |
| 0 | 1991 | 9.2% | |
| 1 | 992 | 4.6% | |
| 2 | 2211 | 10.2% | |
| 3 | 270 | 1.2% | |
| 4 | 1751 | 8.1% |
| Value | Count | Frequency (%) | |
| 5 | 11028 | 50.8% | |
| 4 | 1751 | 8.1% | |
| 3 | 270 | 1.2% | |
| 2 | 2211 | 10.2% | |
| 1 | 992 | 4.6% |
| Distinct | 190 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 628 |
| Missing (%) | 2.9% |
| Memory size | 169.6 KiB |
| Fl | 397 |
|---|---|
| DN | 329 |
| Sz | 309 |
| oJ | 242 |
| hG | 209 |
| Other values (185) |
| Value | Count | Frequency (%) | |
| Fl | 397 | 1.8% | |
| DN | 329 | 1.5% | |
| Sz | 309 | 1.4% | |
| oJ | 242 | 1.1% | |
| hG | 209 | 1.0% | |
| mD | 207 | 1.0% | |
| AG | 207 | 1.0% | |
| vq | 203 | 0.9% | |
| PS | 202 | 0.9% | |
| GZ | 201 | 0.9% | |
| Other values (180) | 18578 | 85.6% | |
| (Missing) | 628 | 2.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.028924097 |
| Min length | 2 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3180 |
| Missing (%) | 14.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.052935463 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 116 |
| Zeros (%) | 0.5% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.446677296 |
|---|---|
| Coefficient of variation (CV) | 0.3569455545 |
| Kurtosis | -0.5255676034 |
| Mean | 4.052935463 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.056723456 |
| Sum | 75109 |
| Variance | 2.092875199 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 5 | 12520 | 57.7% | |
| 2 | 3197 | 14.7% | |
| 3 | 1186 | 5.5% | |
| 1 | 1165 | 5.4% | |
| 4 | 348 | 1.6% | |
| 0 | 116 | 0.5% | |
| (Missing) | 3180 | 14.6% |
| Value | Count | Frequency (%) | |
| 0 | 116 | 0.5% | |
| 1 | 1165 | 5.4% | |
| 2 | 3197 | 14.7% | |
| 3 | 1186 | 5.5% | |
| 4 | 348 | 1.6% |
| Value | Count | Frequency (%) | |
| 5 | 12520 | 57.7% | |
| 4 | 348 | 1.6% | |
| 3 | 1186 | 5.5% | |
| 2 | 3197 | 14.7% | |
| 1 | 1165 | 5.4% |
| Distinct | 3498 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 1189 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5502142183 |
|---|---|
| Minimum | -1 |
| Maximum | 2.947456531 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 169.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0.5261891295 |
| median | 0.7206767653 |
| Q3 | 0.9996874512 |
| 95-th percentile | 1.545133488 |
| Maximum | 2.947456531 |
| Range | 3.947456531 |
| Interquartile range (IQR) | 0.4734983217 |
Descriptive statistics
| Standard deviation | 0.794107385 |
|---|---|
| Coefficient of variation (CV) | 1.443269473 |
| Kurtosis | 0.08178015532 |
| Mean | 0.5502142183 |
| Median Absolute Deviation (MAD) | 0.2329347908 |
| Skewness | -1.010707765 |
| Sum | 11292.0464 |
| Variance | 0.6306065389 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1 | 3726 | 17.2% | |
| 0.6025985397 | 30 | 0.1% | |
| 0.704893609 | 28 | 0.1% | |
| 0.5667892024 | 28 | 0.1% | |
| 0.6480740698 | 26 | 0.1% | |
| 0.6133922073 | 26 | 0.1% | |
| 0.6179603547 | 26 | 0.1% | |
| 0.5733672471 | 25 | 0.1% | |
| 0.5798706752 | 25 | 0.1% | |
| 0.6763874629 | 24 | 0.1% | |
| Other values (3488) | 16559 | 76.3% | |
| (Missing) | 1189 | 5.5% |
| Value | Count | Frequency (%) | |
| -1 | 3726 | 17.2% | |
| 0.075 | 1 | < 0.1% | |
| 0.1541103501 | 1 | < 0.1% | |
| 0.2277608395 | 1 | < 0.1% | |
| 0.2561737691 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.947456531 | 1 | < 0.1% | |
| 2.850877058 | 1 | < 0.1% | |
| 2.687819748 | 1 | < 0.1% | |
| 2.643624406 | 1 | < 0.1% | |
| 2.640785868 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | id | target | f0 | f1 | f2 | f3 | f4 | f5 | f6 | f7 | f8 | f9 | f10 | f11 | f12 | f13 | f14 | f15 | f16 | f17 | f18 | f19 | f20 | f21 | f22 | f23 | f24 | f25 | f26 | f27 | f28 | f29 | f30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 1 | 0.0 | 5.0 | 0.0 | 4.0 | 3598.0 | M | 3.0 | -7.2430 | 13.9681 | 3.0 | 0.0 | NaN | 1d2ee04de | 47.0 | 0.0 | A | 0.858315 | 3.0 | 4.0 | 5.0 | I | 3.0 | 14.2364 | 0.0 | NaN | 4.0 | 1.0 | 5.0 | PS | 2.0 | 0.834041 |
| 1 | 4 | 4 | 1 | NaN | 5.0 | 0.0 | 3.0 | 222.0 | NaN | 5.0 | -8.1088 | 14.2347 | 0.0 | 0.0 | 7.0 | 0764632bc | 43.0 | 0.0 | B | 0.572781 | 0.0 | 2.0 | NaN | H | 5.0 | 13.9537 | 4.0 | 5.0 | NaN | 1.0 | 1.0 | kB | 5.0 | -1.000000 |
| 2 | 6 | 6 | 1 | NaN | 2.0 | 4.0 | 4.0 | 2004.0 | M | 1.0 | -7.3340 | 14.3503 | 1.0 | 0.0 | NaN | 6536122f4 | NaN | 10.0 | C | NaN | 1.0 | 5.0 | 4.0 | Q | 1.0 | NaN | 1.0 | 2.0 | 1.0 | 1.0 | 0.0 | Mq | 2.0 | 0.601041 |
| 3 | 7 | 7 | 1 | NaN | 2.0 | 0.0 | 4.0 | 2422.0 | M | 4.0 | -2.0356 | 14.2200 | 0.0 | 5.0 | 11.0 | 58a27d7e7 | 23.0 | 0.0 | A | NaN | 3.0 | NaN | 3.0 | U | 4.0 | NaN | 1.0 | NaN | 4.0 | 1.0 | 5.0 | oJ | 5.0 | 0.946705 |
| 4 | 8 | 8 | 1 | 0.0 | 5.0 | 2.0 | 3.0 | NaN | F | 3.0 | -3.6158 | 14.1898 | 3.0 | 84.0 | NaN | 833d88c6c | 32.0 | 83.0 | NaN | 0.559368 | 3.0 | NaN | 5.0 | A | NaN | NaN | 2.0 | 3.0 | 4.0 | 1.0 | 5.0 | sc | 3.0 | 0.491172 |
| 5 | 9 | 9 | 1 | NaN | NaN | 0.0 | 5.0 | 2583.0 | M | 1.0 | -12.8912 | 14.3762 | 5.0 | 0.0 | NaN | cf84cbe77 | 45.0 | 0.0 | C | 0.758056 | NaN | 4.0 | 4.0 | X | 1.0 | 14.1855 | 0.0 | 1.0 | 1.0 | 1.0 | 5.0 | Nh | NaN | 0.601560 |
| 6 | 12 | 12 | 1 | NaN | 5.0 | 0.0 | 3.0 | 3706.0 | F | 0.0 | -7.2765 | 14.3520 | 0.0 | 0.0 | 11.0 | 11409e362 | 47.0 | 0.0 | A | NaN | 4.0 | NaN | NaN | I | 4.0 | NaN | 1.0 | 1.0 | 0.0 | NaN | 5.0 | vq | 5.0 | 0.734847 |
| 7 | 13 | 13 | 1 | 0.0 | 3.0 | 0.0 | 5.0 | 1617.0 | M | 2.0 | NaN | 14.0359 | 5.0 | 0.0 | NaN | 942593b74 | 62.0 | 0.0 | B | 1.047064 | 3.0 | NaN | NaN | N | 2.0 | 13.9433 | 3.0 | 4.0 | 1.0 | 1.0 | 5.0 | Dj | 2.0 | 1.105102 |
| 8 | 17 | 17 | 1 | 0.0 | NaN | 0.0 | 2.0 | 467.0 | F | 1.0 | NaN | 14.0040 | 0.0 | 0.0 | 11.0 | f14f5e4a5 | NaN | 0.0 | NaN | NaN | 5.0 | 3.0 | 4.0 | N | 1.0 | 13.8532 | 4.0 | 5.0 | 1.0 | 1.0 | NaN | rg | 5.0 | 0.931397 |
| 9 | 20 | 20 | 1 | NaN | 2.0 | 3.0 | 4.0 | 3124.0 | F | 5.0 | -2.1522 | 14.0705 | 0.0 | 11.0 | 10.0 | 41afb892d | 45.0 | 24.0 | NaN | 1.481191 | NaN | 5.0 | 1.0 | T | 5.0 | NaN | 1.0 | 5.0 | 2.0 | 1.0 | 5.0 | WW | 5.0 | -1.000000 |
Last rows
| df_index | id | target | f0 | f1 | f2 | f3 | f4 | f5 | f6 | f7 | f8 | f9 | f10 | f11 | f12 | f13 | f14 | f15 | f16 | f17 | f18 | f19 | f20 | f21 | f22 | f23 | f24 | f25 | f26 | f27 | f28 | f29 | f30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21702 | 49972 | 49972 | 1 | NaN | 4.0 | 0.0 | 3.0 | 1576.0 | M | 5.0 | 1.1819 | 14.3789 | 5.0 | 0.0 | NaN | ba9faf5b1 | 25.0 | 0.0 | NaN | 0.870475 | NaN | NaN | 1.0 | O | 5.0 | NaN | 0.0 | NaN | 5.0 | NaN | NaN | hG | 2.0 | 0.911386 |
| 21703 | 49974 | 49974 | 1 | NaN | NaN | 2.0 | 5.0 | 153.0 | F | 2.0 | -0.2942 | 14.5135 | 0.0 | 7.0 | 11.0 | bc9cc2a94 | 37.0 | 23.0 | B | 0.585793 | 5.0 | 3.0 | 3.0 | G | 4.0 | NaN | 3.0 | 5.0 | 4.0 | 1.0 | 5.0 | Mq | 5.0 | 1.573610 |
| 21704 | 49981 | 49981 | 1 | NaN | 3.0 | NaN | 5.0 | 493.0 | M | 5.0 | 8.4568 | 14.4327 | 0.0 | 0.0 | 11.0 | b0ab8b134 | 46.0 | NaN | NaN | 0.617329 | 1.0 | 5.0 | 5.0 | P | NaN | 14.0500 | NaN | 4.0 | 1.0 | NaN | 0.0 | pE | 5.0 | -1.000000 |
| 21705 | 49983 | 49983 | 1 | NaN | 5.0 | 2.0 | 1.0 | NaN | M | 1.0 | -15.7020 | 14.3290 | 0.0 | 7.0 | 11.0 | 9b35d8994 | 35.0 | 31.0 | NaN | 1.143396 | 1.0 | NaN | 0.0 | R | 2.0 | 14.0740 | 2.0 | NaN | 4.0 | 0.0 | 4.0 | DI | 5.0 | 0.880696 |
| 21706 | 49986 | 49986 | 1 | 0.0 | 1.0 | 4.0 | 5.0 | NaN | NaN | NaN | -7.2048 | 14.1568 | 0.0 | 0.0 | 4.0 | 99cb99a50 | 30.0 | 0.0 | NaN | NaN | 1.0 | 5.0 | 4.0 | R | 1.0 | 13.8773 | 5.0 | NaN | 0.0 | 0.0 | 5.0 | Mg | NaN | 1.003432 |
| 21707 | 49989 | 49989 | 1 | NaN | 4.0 | 0.0 | 3.0 | 2176.0 | F | 4.0 | -2.8984 | 14.0321 | 0.0 | 0.0 | 11.0 | 0e4d3318a | NaN | 0.0 | C | 0.865620 | 3.0 | 4.0 | 1.0 | H | 5.0 | NaN | NaN | NaN | 4.0 | 1.0 | 1.0 | IS | 5.0 | 0.573367 |
| 21708 | 49996 | 49996 | 1 | NaN | 3.0 | 2.0 | 3.0 | 224.0 | F | 5.0 | -1.6275 | 14.2944 | 0.0 | 14.0 | 7.0 | 7e1c4cff1 | 37.0 | 16.0 | A | NaN | 3.0 | 4.0 | 1.0 | K | 5.0 | 14.0157 | 2.0 | 5.0 | 1.0 | 1.0 | 4.0 | Rz | 5.0 | NaN |
| 21709 | 49997 | 49997 | 1 | NaN | 2.0 | 3.0 | NaN | 2363.0 | F | 5.0 | -5.7965 | 14.1513 | 0.0 | 11.0 | 11.0 | 41afb892d | 47.0 | 15.0 | A | 1.421500 | 1.0 | 5.0 | 1.0 | R | NaN | 13.9255 | NaN | 5.0 | 2.0 | 1.0 | 5.0 | DR | 5.0 | 1.327592 |
| 21710 | 49998 | 49998 | 1 | NaN | 4.0 | 0.0 | 4.0 | 163.0 | NaN | 4.0 | 3.1996 | 14.2168 | 0.0 | 4.0 | 7.0 | e5b00a0e0 | 67.0 | NaN | C | 0.766324 | NaN | 5.0 | NaN | A | 4.0 | 14.3062 | 5.0 | 5.0 | 0.0 | NaN | 5.0 | th | 3.0 | 0.842615 |
| 21711 | 49999 | 49999 | 1 | 0.0 | 3.0 | 2.0 | NaN | 628.0 | M | 2.0 | -11.3859 | 14.2063 | 0.0 | 0.0 | 10.0 | 0eb5e9781 | 58.0 | NaN | B | 0.954545 | NaN | 4.0 | 0.0 | U | NaN | NaN | 3.0 | NaN | NaN | 1.0 | 0.0 | cg | 5.0 | 0.996243 |